Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-11-24 00:00:00+00:00 0.174536 0.192290 0.211729 0.234710 0.261289 0.291245 0.327825
2024-12-01 00:00:00+00:00 0.144931 0.168334 0.195953 0.231407 0.276382 0.332485 0.409335
2024-12-08 00:00:00+00:00 0.124298 0.149428 0.180600 0.222952 0.280368 0.357674 0.473707
2024-12-15 00:00:00+00:00 0.112353 0.138806 0.172959 0.221588 0.291356 0.391859 0.556054
2024-12-22 00:00:00+00:00 0.102027 0.128730 0.164299 0.216873 0.295883 0.416385 0.628513
2024-12-29 00:00:00+00:00 0.096059 0.123645 0.161506 0.219549 0.310919 0.458713 0.740564
2025-01-05 00:00:00+00:00 0.088382 0.115410 0.153317 0.213016 0.310332 0.475056 0.810012
2025-01-12 00:00:00+00:00 0.081280 0.107369 0.144607 0.204561 0.305175 0.482193 0.862995
2025-01-19 00:00:00+00:00 0.075552 0.100860 0.137568 0.197892 0.301932 0.491883 0.923837
2025-01-26 00:00:00+00:00 0.074971 0.101770 0.141652 0.209400 0.331631 0.569210 1.164827
2025-02-02 00:00:00+00:00 0.076396 0.105724 0.150695 0.230154 0.381597 0.700122 1.609796
2025-02-09 00:00:00+00:00 0.075132 0.105434 0.152923 0.239313 0.410976 0.795155 2.018547
2025-02-16 00:00:00+00:00 0.071075 0.100779 0.148095 0.236096 0.416675 0.841209 2.321659
2025-02-23 00:00:00+00:00 0.066788 0.095540 0.141983 0.230031 0.415888 0.872626 2.607427
2025-03-02 00:00:00+00:00 0.062436 0.089927 0.134819 0.221211 0.407712 0.882775 2.821803
2025-03-09 00:00:00+00:00 0.059719 0.086800 0.131669 0.219789 0.415955 0.941348 3.323674
2025-03-16 00:00:00+00:00 0.056732 0.083043 0.127134 0.215115 0.415832 0.975859 3.754547
2025-03-23 00:00:00+00:00 0.055103 0.081445 0.126281 0.217759 0.433804 1.073379 4.716511
2025-03-30 00:00:00+00:00 0.052290 0.077689 0.121282 0.211299 0.427965 1.091038 5.189812
2025-04-06 00:00:00+00:00 0.049418 0.073695 0.115616 0.202937 0.416050 1.084513 5.484708
2025-04-13 00:00:00+00:00 0.046984 0.070348 0.110954 0.196341 0.407911 1.089861 5.913419
2025-04-20 00:00:00+00:00 0.047083 0.071371 0.114443 0.207723 0.450221 1.304485 9.094518
2025-04-27 00:00:00+00:00 0.048185 0.074210 0.121582 0.228243 0.524182 1.707947 18.287859